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LLM Wiki

A pattern for building personal knowledge bases using LLMs.

This is an idea file, it is designed to be copy pasted to your own LLM Agent (e.g. OpenAI Codex, Claude Code, OpenCode / Pi, or etc.). Its goal is to communicate the high level idea, but your agent will build out the specifics in collaboration with you.

The core idea

Most people's experience with LLMs and documents looks like RAG: you upload a collection of files, the LLM retrieves relevant chunks at query time, and generates an answer. This works, but the LLM is rediscovering knowledge from scratch on every question. There's no accumulation. Ask a subtle question that requires synthesizing five documents, and the LLM has to find and piece together the relevant fragments every time. Nothing is built up. NotebookLM, ChatGPT file uploads, and most RAG systems work this way.

@razhangwei
razhangwei / captive.md
Last active May 12, 2026 15:47
Disable captive network support in #MacOS (useful for wifi connection in public places like Starbucks)

To disable it, set this preference

sudo defaults write /Library/Preferences/SystemConfiguration/com.apple.captive.control Active -boolean false

Then, as @Leon mentions, use the regular web browser to login. Or if you are on a network where that somehow does not work then you can still try and open the app manually (located at /System/Library/CoreServices/Captive Network Assistant.app )

In case, you would ever want to remove this setting, you can do:

sudo defaults delete /Library/Preferences/SystemConfiguration/com.apple.captive.control Active
@lltx
lltx / terminal-setup.md
Created March 23, 2026 01:07
🚀 现代化终端配置指南 - Ghostty + Zoxide + Yazi + Oh-My-Zsh

🚀 现代化终端配置指南

Ghostty + Zoxide + Yazi + Oh-My-Zsh 完整配置

📦 工具列表

  • Ghostty - 现代化 GPU 加速终端模拟器
  • Zoxide - 智能目录跳转工具(cd 的智能替代)
  • Yazi - 快速终端文件管理器
  • Oh-My-Zsh - Zsh 配置框架
@mutin-sa
mutin-sa / Top_Public_Recursive_Name_Servers.md
Last active May 12, 2026 15:45
List of Top Public Recursive Name Servers

DNS:

IPv4 Addr IPv6 Addr ASn Political Region Loc Svc Org
8.8.8.8 2001:4860:4860::8888 AS15169 US Worldwide (Anycast) Google Public DNS Google
8.8.4.4 2001:4860:4860::8844 AS15169 US Worldwide (Anycast) Google Public DNS Google
1.1.1.1 2606:4700:4700::1111 AS13335 US Worldwide (Anycast) Cloudflare-DNS Cloudflare/APNIC
1.0.0.1 2606:4700:4700::1001 AS13335 US Worldwide (Anycast) Cloudflare-DNS Cloudflare/APNIC
95.85.95.85 2a03:90c0:999d::1 AS199524 EU *W
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<title>Polyphonic Chiptune Converter</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/lamejs/1.2.1/lame.min.js"></script>
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:root {
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@ruvnet
ruvnet / routine.md
Created May 8, 2026 16:26
scheduled nightly research agent for Claude Code Routines

You are a scheduled nightly research agent for the ruvector project. Produce deep state-of-the-art research on practical-to-exotic applications and improvements for ruvector, deliver a new feature branch with WORKING RUST code, a detailed ADR, a research document, and publish a public GitHub gist overview.

CONSTRAINTS (absolute):

  • RUST ONLY. No Python, JS, TS, or anything beyond glue shell.
  • NO mocks, NO TODO stubs, NO placeholder benchmarks — real cargo-run numbers only.
  • Files under 500 lines. Never commit secrets. Never save to repo root.
  • Use /docs for docs, /crates or /examples for code, /docs/adr for ADRs.

STEP 1 — ORIENT

  • git fetch origin && git checkout main && git pull
@ChristianAlexander
ChristianAlexander / update-deps.md
Created January 29, 2026 14:58
Update Elixir Dependencies Skill

Update Elixir Dependencies

Update all outdated dependencies in this Elixir project, handling both safe updates and breaking changes.

Workflow

1. Identify Outdated Dependencies

Run mix hex.outdated to get a list of all outdated dependencies. Parse the output to identify:

  • Safe updates: Dependencies where only the patch or minor version has changed (no major version bump)